Design Of Experiments For Reliability Achievement

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Design of Experiments for Reliability Achievement

Author : Steven E. Rigdon
Publisher : John Wiley & Sons
ISBN 13 : 1119237696
Total Pages : 420 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Design of Experiments for Reliability Achievement by : Steven E. Rigdon

Download or read book Design of Experiments for Reliability Achievement written by Steven E. Rigdon and published by John Wiley & Sons. This book was released on 2022-05-24 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: ENABLES READERS TO UNDERSTAND THE METHODS OF EXPERIMENTAL DESIGN TO SUCCESSFULLY CONDUCT LIFE TESTING TO IMPROVE PRODUCT RELIABILITY This book illustrates how experimental design and life testing can be used to understand product reliability in order to enable reliability improvements. The book is divided into four sections. The first section focuses on statistical distributions and methods for modeling reliability data. The second section provides an overview of design of experiments including response surface methodology and optimal designs. The third section describes regression models for reliability analysis focused on lifetime data. This section provides the methods for how data collected in a designed experiment can be properly analyzed. The final section of the book pulls together all of the prior sections with customized experiments that are uniquely suited for reliability testing. Throughout the text, there is a focus on reliability applications and methods. It addresses both optimal and robust design with censored data. To aid in reader comprehension, examples and case studies are included throughout the text to illustrate the key factors in designing experiments and emphasize how experiments involving life testing are inherently different. The book provides numerous state-of-the-art exercises and solutions to help readers better understand the real-world applications of experimental design and reliability. The authors utilize R and JMP® software throughout as appropriate, and a supplemental website contains the related data sets. Written by internationally known experts in the fields of experimental design methodology and reliability data analysis, sample topics covered in the book include: An introduction to reliability, lifetime distributions, censoring, and inference for parameter of lifetime distributions Design of experiments, optimal design, and robust design Lifetime regression, parametric regression models, and the Cox Proportional Hazard Model Design strategies for reliability achievement Accelerated testing, models for acceleration, and design of experiments for accelerated testing The text features an accessible approach to reliability for readers with various levels of technical expertise. This book is a key reference for statistical researchers, reliability engineers, quality engineers, and professionals in applied statistics and engineering. It is a comprehensive textbook for upper-undergraduate and graduate-level courses in statistics and engineering.

Design of Experiments for Reliability Achievement

Author : Steven E. Rigdon
Publisher : John Wiley & Sons
ISBN 13 : 1119237742
Total Pages : 420 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Design of Experiments for Reliability Achievement by : Steven E. Rigdon

Download or read book Design of Experiments for Reliability Achievement written by Steven E. Rigdon and published by John Wiley & Sons. This book was released on 2022-05-04 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: ENABLES READERS TO UNDERSTAND THE METHODS OF EXPERIMENTAL DESIGN TO SUCCESSFULLY CONDUCT LIFE TESTING TO IMPROVE PRODUCT RELIABILITY This book illustrates how experimental design and life testing can be used to understand product reliability in order to enable reliability improvements. The book is divided into four sections. The first section focuses on statistical distributions and methods for modeling reliability data. The second section provides an overview of design of experiments including response surface methodology and optimal designs. The third section describes regression models for reliability analysis focused on lifetime data. This section provides the methods for how data collected in a designed experiment can be properly analyzed. The final section of the book pulls together all of the prior sections with customized experiments that are uniquely suited for reliability testing. Throughout the text, there is a focus on reliability applications and methods. It addresses both optimal and robust design with censored data. To aid in reader comprehension, examples and case studies are included throughout the text to illustrate the key factors in designing experiments and emphasize how experiments involving life testing are inherently different. The book provides numerous state-of-the-art exercises and solutions to help readers better understand the real-world applications of experimental design and reliability. The authors utilize R and JMP® software throughout as appropriate, and a supplemental website contains the related data sets. Written by internationally known experts in the fields of experimental design methodology and reliability data analysis, sample topics covered in the book include: An introduction to reliability, lifetime distributions, censoring, and inference for parameter of lifetime distributions Design of experiments, optimal design, and robust design Lifetime regression, parametric regression models, and the Cox Proportional Hazard Model Design strategies for reliability achievement Accelerated testing, models for acceleration, and design of experiments for accelerated testing The text features an accessible approach to reliability for readers with various levels of technical expertise. This book is a key reference for statistical researchers, reliability engineers, quality engineers, and professionals in applied statistics and engineering. It is a comprehensive textbook for upper-undergraduate and graduate-level courses in statistics and engineering.

Reliability Improvement with Design of Experiment

Author : Lloyd Condra
Publisher : CRC Press
ISBN 13 : 1482270846
Total Pages : 416 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Reliability Improvement with Design of Experiment by : Lloyd Condra

Download or read book Reliability Improvement with Design of Experiment written by Lloyd Condra and published by CRC Press. This book was released on 2018-05-04 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to implementing and operating a practical reliability program using carefully designed experiments to provide information quickly, efficiently and cost effectively. It emphasizes real world solutions to daily problems. The second edition contains a special expanded section demonstrating how to combine accelerated testing with design of experiments for immediate improvement.

Reliability Improvement with Design of Experiments

Author : Lloyd W. Condra
Publisher :
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Reliability Improvement with Design of Experiments by : Lloyd W. Condra

Download or read book Reliability Improvement with Design of Experiments written by Lloyd W. Condra and published by . This book was released on 1993 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to implementing and operating a practical reliability program using carefully designed experiments to provide information quickly, efficiently and cost effectively. It emphasizes real world solutions to daily problems. The second edition contains a special expanded section demonstrating how to combine accelerated testing with design of experiments for immediate improvement.

Reliability Improvement with Design of Experiment, Second Edition,

Author : Lloyd Condra
Publisher : CRC Press
ISBN 13 : 9780824705275
Total Pages : 418 pages
Book Rating : 4.7/5 (52 download)

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Book Synopsis Reliability Improvement with Design of Experiment, Second Edition, by : Lloyd Condra

Download or read book Reliability Improvement with Design of Experiment, Second Edition, written by Lloyd Condra and published by CRC Press. This book was released on 2001-04-19 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to implementing and operating a practical reliability program using carefully designed experiments to provide information quickly, efficiently and cost effectively. It emphasizes real world solutions to daily problems. The second edition contains a special expanded section demonstrating how to combine accelerated testing with design of experiments for immediate improvement.

Life Cycle Reliability Engineering

Author : Guang Yang
Publisher : John Wiley & Sons
ISBN 13 : 0471715298
Total Pages : 533 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Life Cycle Reliability Engineering by : Guang Yang

Download or read book Life Cycle Reliability Engineering written by Guang Yang and published by John Wiley & Sons. This book was released on 2007-02-02 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the Lead Reliability Engineer for Ford Motor Company, Guangbin Yang is involved with all aspects of the design and production of complex automotive systems. Focusing on real-world problems and solutions, Life Cycle Reliability Engineering covers the gamut of the techniques used for reliability assurance throughout a product's life cycle. Yang pulls real-world examples from his work and other industries to explain the methods of robust design (designing reliability into a product or system ahead of time), statistical and real product testing, software testing, and ultimately verification and warranting of the final product's reliability

Fundamentals of Design of Experiments for Automotive Engineering Volume I

Author : Young J. Chiang
Publisher : SAE International
ISBN 13 : 1468606034
Total Pages : 358 pages
Book Rating : 4.4/5 (686 download)

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Book Synopsis Fundamentals of Design of Experiments for Automotive Engineering Volume I by : Young J. Chiang

Download or read book Fundamentals of Design of Experiments for Automotive Engineering Volume I written by Young J. Chiang and published by SAE International. This book was released on 2023-11-28 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world where innovation and sustainability are paramount, Fundamentals of Design of Experiments for Automotive Engineering: Volume I serves as a definitive guide to harnessing the power of statistical thinking in product development. As first of four volumes in SAE International’s DOE for Product Reliability Growth series, this book presents a practical, application-focused approach by emphasizing DOE as a dynamic tool for automotive engineers. It showcases real-world examples, demonstrating how process improvements and system optimizations can significantly enhance product reliability. The author, Yung Chiang, leverages extensive product development expertise to present a comprehensive process that ensures product performance and reliability throughout its entire lifecycle. Whether individuals are involved in research, design, testing, manufacturing, or marketing, this essential reference equips them with the skills needed to excel in their respective roles. This book explores the potential of Reliability and Sustainability with DOE, featuring the following topics: - Fundamental prerequisites for deploying DOE: Product reliability processes, measurement uncertainty, failure analysis, and design for reliability. - Full factorial design 2K: A system identification tool for relating objectives to factors and understanding main and interactive effects. - Fractional factorial design 2RK-P: Ideal for identifying main effects and 2-factor interactions. - General fractional factorial design LK-P: Systematically identification of significant inputs and analysis of nonlinear behaviors. - Composite designs as response surface methods: Resolving interactions and optimizing decisions with limited factors. - Adapting to practical challenges with “short” DOE: Leveraging optimization schemes like D-optimality, and A-optimality for optimal results. Readers are encouraged not to allow product failures to hinder progress but to embrace the "statistical thinking" embedded in DOE. This book can illuminate the path to designing products that stand the test of time, resulting in satisfied customers and thriving businesses. (ISBN 9781468606027, ISBN 9781468606034, ISBN 9781468606041, DOI 10.4271/9781468606034)

Design of Experiments for Engineers and Scientists

Author : Jiju Antony
Publisher : Elsevier
ISBN 13 : 0080994199
Total Pages : 221 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Design of Experiments for Engineers and Scientists by : Jiju Antony

Download or read book Design of Experiments for Engineers and Scientists written by Jiju Antony and published by Elsevier. This book was released on 2014-02-22 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: The tools and techniques used in Design of Experiments (DoE) have been proven successful in meeting the challenge of continuous improvement in many manufacturing organisations over the last two decades. However research has shown that application of this powerful technique in many companies is limited due to a lack of statistical knowledge required for its effective implementation. Although many books have been written on this subject, they are mainly by statisticians, for statisticians and not appropriate for engineers. Design of Experiments for Engineers and Scientists overcomes the problem of statistics by taking a unique approach using graphical tools. The same outcomes and conclusions are reached as through using statistical methods and readers will find the concepts in this book both familiar and easy to understand. This new edition includes a chapter on the role of DoE within Six Sigma methodology and also shows through the use of simple case studies its importance in the service industry. It is essential reading for engineers and scientists from all disciplines tackling all kinds of manufacturing, product and process quality problems and will be an ideal resource for students of this topic. Written in non-statistical language, the book is an essential and accessible text for scientists and engineers who want to learn how to use DoE Explains why teaching DoE techniques in the improvement phase of Six Sigma is an important part of problem solving methodology New edition includes a full chapter on DoE for services as well as case studies illustrating its wider application in the service industry

Design and Analysis of Experiments, Introduction to Experimental Design

Author : Klaus Hinkelmann
Publisher : John Wiley & Sons
ISBN 13 : 9780471551782
Total Pages : 528 pages
Book Rating : 4.5/5 (517 download)

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Book Synopsis Design and Analysis of Experiments, Introduction to Experimental Design by : Klaus Hinkelmann

Download or read book Design and Analysis of Experiments, Introduction to Experimental Design written by Klaus Hinkelmann and published by John Wiley & Sons. This book was released on 1994-03-22 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and analysis of experiments/Hinkelmann.-v.1.

Design and Analysis of Experiments

Author : Douglas C. Montgomery
Publisher : Wiley
ISBN 13 : 9780471661597
Total Pages : 0 pages
Book Rating : 4.6/5 (615 download)

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Book Synopsis Design and Analysis of Experiments by : Douglas C. Montgomery

Download or read book Design and Analysis of Experiments written by Douglas C. Montgomery and published by Wiley. This book was released on 2005 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This bestselling professional reference has helped over 100,000 engineers and scientists with the success of their experiments. The new edition includes more software examples taken from the three most dominant programs in the field: Minitab, JMP, and SAS. Additional material has also been added in several chapters, including new developments in robust design and factorial designs. New examples and exercises are also presented to illustrate the use of designed experiments in service and transactional organizations. Engineers will be able to apply this information to improve the quality and efficiency of working systems.

Integrated Reliability

Author : John Osarenren
Publisher : CRC Press
ISBN 13 : 1482249421
Total Pages : 527 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Integrated Reliability by : John Osarenren

Download or read book Integrated Reliability written by John Osarenren and published by CRC Press. This book was released on 2015-02-12 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consider a Viable and Cost-Effective Platform for the Industries of the Future (IOF)Benefit from improved safety, performance, and product deliveries to your customers. Achieve a higher rate of equipment availability, performance, product quality, and reliability. Integrated Reliability: Condition Monitoring and Maintenance of Equipment incorporate

Design of Experiments

Author : Thomas Lorenzen
Publisher : CRC Press
ISBN 13 : 9780824790776
Total Pages : 436 pages
Book Rating : 4.7/5 (97 download)

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Book Synopsis Design of Experiments by : Thomas Lorenzen

Download or read book Design of Experiments written by Thomas Lorenzen and published by CRC Press. This book was released on 1993-07-29 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a novel approach to the statistical design of experiments, offering a simple way to specify and evaluate all possible designs without restrictions to classes of named designs. The work also presents a scientific design method from the recognition stage to implementation and summarization.

Experimental Design

Author : J. Krauth
Publisher : Elsevier
ISBN 13 : 0444506373
Total Pages : 297 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Experimental Design by : J. Krauth

Download or read book Experimental Design written by J. Krauth and published by Elsevier. This book was released on 2000-12-11 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientists planning experiments in medical and behavioral research will find this handbook and dictionary an invaluable desk reference tool. Also recommended as a textbook for students of Experimental Design or accompanying courses in Statistics. Principles of experimental design are introduced, techniques of experimental design are described, and advantages and disadvantages of often used designs are discussed. This two-part volume, a handbook of experimental design and a dictionary providing short explanations for many terms related to experimental design, contains information that will not quickly become outdated.

Basic Experimental Strategies and Data Analysis for Science and Engineering

Author : John Lawson
Publisher : CRC Press
ISBN 13 : 1466512180
Total Pages : 445 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Basic Experimental Strategies and Data Analysis for Science and Engineering by : John Lawson

Download or read book Basic Experimental Strategies and Data Analysis for Science and Engineering written by John Lawson and published by CRC Press. This book was released on 2016-11-03 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every technical investigation involving trial-and-error experimentation embodies a strategy for deciding what experiments to perform, when to quit, and how to interpret the data. This handbook presents several statistically derived strategies which are more efficient than any intuitive approach and will get the investigator to their goal with the fewest experiments, give the greatest degree of reliability to their conclusions, and keep the risk of overlooking something of practical importance to a minimum. Features: Provides a comprehensive desk reference on experimental design that will be useful to practitioners without extensive statistical knowledge Features a review of the necessary statistical prerequisites Presents a set of tables that allow readers to quickly access various experimental designs Includes a roadmap for where and when to use various experimental design strategies Shows compelling examples of each method discussed Illustrates how to reproduce results using several popular software packages on a companion web site Following the outlines and examples in this book should quickly allow a working professional or student to select the appropriate experimental design for a research problem at hand, follow the design to conduct the experiments, and analyze and interpret the resulting data. John Lawson and John Erjavec have a combined 25 years of industrial experience and over 40 years of academic experience. They have taught this material to numerous practicing engineers and scientists as well as undergraduate and graduate students.

Experiments

Author : C. F. Jeff Wu
Publisher : John Wiley & Sons
ISBN 13 : 1119470102
Total Pages : 736 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Experiments by : C. F. Jeff Wu

Download or read book Experiments written by C. F. Jeff Wu and published by John Wiley & Sons. This book was released on 2021-03-30 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition: "If you ... want an up-to-date, definitive reference written by authors who have contributed much to this field, then this book is an essential addition to your library." —Journal of the American Statistical Association A COMPREHENSIVE REVIEW OF MODERN EXPERIMENTAL DESIGN Experiments: Planning, Analysis, and Optimization, Third Edition provides a complete discussion of modern experimental design for product and process improvement—the design and analysis of experiments and their applications for system optimization, robustness, and treatment comparison. While maintaining the same easy-to-follow style as the previous editions, this book continues to present an integrated system of experimental design and analysis that can be applied across various fields of research including engineering, medicine, and the physical sciences. New chapters provide modern updates on practical optimal design and computer experiments, an explanation of computer simulations as an alternative to physical experiments. Each chapter begins with a real-world example of an experiment followed by the methods required to design that type of experiment. The chapters conclude with an application of the methods to the experiment, bridging the gap between theory and practice. The authors modernize accepted methodologies while refining many cutting-edge topics including robust parameter design, analysis of non-normal data, analysis of experiments with complex aliasing, multilevel designs, minimum aberration designs, and orthogonal arrays. The third edition includes: Information on the design and analysis of computer experiments A discussion of practical optimal design of experiments An introduction to conditional main effect (CME) analysis and definitive screening designs (DSDs) New exercise problems This book includes valuable exercises and problems, allowing the reader to gauge their progress and retention of the book's subject matter as they complete each chapter. Drawing on examples from their combined years of working with industrial clients, the authors present many cutting-edge topics in a single, easily accessible source. Extensive case studies, including goals, data, and experimental designs, are also included, and the book's data sets can be found on a related FTP site, along with additional supplemental material. Chapter summaries provide a succinct outline of discussed methods, and extensive appendices direct readers to resources for further study. Experiments: Planning, Analysis, and Optimization, Third Edition is an excellent book for design of experiments courses at the upper-undergraduate and graduate levels. It is also a valuable resource for practicing engineers and statisticians.

A First Course in Design and Analysis of Experiments

Author : Gary W. Oehlert
Publisher : W. H. Freeman
ISBN 13 : 9780716735106
Total Pages : 600 pages
Book Rating : 4.7/5 (351 download)

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Book Synopsis A First Course in Design and Analysis of Experiments by : Gary W. Oehlert

Download or read book A First Course in Design and Analysis of Experiments written by Gary W. Oehlert and published by W. H. Freeman. This book was released on 2000-01-19 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Oehlert's text is suitable for either a service course for non-statistics graduate students or for statistics majors. Unlike most texts for the one-term grad/upper level course on experimental design, Oehlert's new book offers a superb balance of both analysis and design, presenting three practical themes to students: • when to use various designs • how to analyze the results • how to recognize various design options Also, unlike other older texts, the book is fully oriented toward the use of statistical software in analyzing experiments.

Operational Reliability and Systematic Maintenance

Author : K. Holmberg
Publisher : CRC Press
ISBN 13 : 1351083635
Total Pages : 347 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Operational Reliability and Systematic Maintenance by : K. Holmberg

Download or read book Operational Reliability and Systematic Maintenance written by K. Holmberg and published by CRC Press. This book was released on 2018-01-18 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientists from four countries cooperated in a reseach effort aimed at the imporvement of operational reliability via innovations in design and testing and systematic maintenance. The scientists had varied backgrounds ranging from mathematic to applied mechanical engineering, and the results fo this effort are documented in this book.